Data & Automations

From messy data
to clear decisions

I help businesses automate their data processes, build meaningful reports, and make smarter decisions - without the manual effort.

7+
Years in financial data & analytics
100+
Hours saved through automation
100%
Focus on practical, usable solutions

Senior data professional turned consultant

I'm Emily Trew - a senior data analyst, working part-time at one of the UK's leading data and analytics organisations, where I have over 7 years of experience specialising in credit risk modelling, scorecard development, and automation.

Alongside this, I consult independently - working with businesses to identify where time is being lost to manual data processes, and building practical automated solutions that free up their teams to focus on what actually matters.

Python SQL SAS Power BI Excel Credit Risk Automation

Services

Practical data solutions for businesses that want to stop doing things manually.

Data Process Automation

I identify and automate manual, time-consuming data processes - turning hours of admin into a single click using Python and SQL.

Automated Reporting & Dashboards

Power BI dashboards that update themselves - so your team always has accurate, up-to-date information without the manual effort.

Data Cleaning & Pipelines

I take messy, inconsistent data and build repeatable pipelines that clean and structure it automatically every time new data arrives.

Excel Automation

I redesign and automate complex Excel workbooks - removing manual steps and building tools your team can use without specialist knowledge.

Data Audit & Process Review

A structured review of how your business currently uses data - identifying inefficiencies, bottlenecks, and quick wins that save time immediately.

Workflow Automation

I map out your manual business processes, identify what's slowing your team down, and automate the repetitive parts - so your people can focus on work that actually needs them.

Portfolio

Examples of the kind of problems I solve and the results I deliver.

Legal Services

Invoice Automation

A legal firm was generating invoices manually from case data - time-consuming and error-prone. I built a Python script to automate the entire process from case export to finished invoice.

Invoicing time reduced from hours to minutes per cycle
Reporting

Automated Dashboard Pipeline

Built a fully automated reporting pipeline where a business drops their data into a folder once a month and a clean, up-to-date Power BI dashboard appears - no manual work required.

Monthly reporting effort reduced to a single file drop
Data Audit

Making Sense of the Data

A business had years of data sitting across multiple spreadsheets and systems but no clear picture of what they had, what was reliable, or how to use it. I carried out a full data audit, mapped out their data landscape, and identified the quick wins that would make the biggest difference immediately.

Clear data strategy and priority action plan delivered

Let's have a conversation

If you're spending more time managing your data than using it, I'd love to hear about it. No hard sell - just an honest conversation about whether I can help.

Or email me directly at contact@trew-data.com